TY - JOUR
T1 - Resilient energy-to-peak filtering for linear parameter-varying systems under random access protocol
AU - Yu, Haoyang
AU - Hu, Jun
AU - Song, Baoye
AU - Liu, Hongjian
AU - Yi, Xiaojian
N1 - Publisher Copyright:
© 2022 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2022
Y1 - 2022
N2 - In this paper, we consider the energy-to-peak filtering issue for a class of linear parameter-varying (LPV) systems with time delays subject to certain communication regulation under which only one sensor is allowed to transmit its measurement data at each transmission instant. The data communication is regulated by the random access protocol (RAP) for the purpose of avoiding data collisions. The main purpose of this paper is to design an LPV filter such that the resultant filtering error system is asymptotically stable and also satisfies the prescribed (Formula presented.) - (Formula presented.) performance in the mean square. Taking into account both the LPV nature and the possible gain perturbations, a parameter-dependent resilient filter is constructed according to the plant dynamics and scheduling behaviour of the RAP. The desired filter gain matrices are obtained by solving a set of linear matrix inequalities. Finally, a simulation example is given to validate the effectiveness and correctness of the filter design scheme.
AB - In this paper, we consider the energy-to-peak filtering issue for a class of linear parameter-varying (LPV) systems with time delays subject to certain communication regulation under which only one sensor is allowed to transmit its measurement data at each transmission instant. The data communication is regulated by the random access protocol (RAP) for the purpose of avoiding data collisions. The main purpose of this paper is to design an LPV filter such that the resultant filtering error system is asymptotically stable and also satisfies the prescribed (Formula presented.) - (Formula presented.) performance in the mean square. Taking into account both the LPV nature and the possible gain perturbations, a parameter-dependent resilient filter is constructed according to the plant dynamics and scheduling behaviour of the RAP. The desired filter gain matrices are obtained by solving a set of linear matrix inequalities. Finally, a simulation example is given to validate the effectiveness and correctness of the filter design scheme.
KW - Liner parameter-varying systems
KW - energy-to-peak filtering
KW - parameter-dependent filter
KW - random access protocol
KW - resilient filter
UR - http://www.scopus.com/inward/record.url?scp=85127127517&partnerID=8YFLogxK
U2 - 10.1080/00207721.2022.2053232
DO - 10.1080/00207721.2022.2053232
M3 - Article
AN - SCOPUS:85127127517
SN - 0020-7721
VL - 53
SP - 2421
EP - 2436
JO - International Journal of Systems Science
JF - International Journal of Systems Science
IS - 11
ER -